https://github.com/code-kern-ai/refinery-lf-exec-env

Execution environment for labeling functions in refinery. Containerized function as a service to execute user-defined Python scripts.
https://github.com/code-kern-ai/refinery-lf-exec-env

Last synced: 2 months ago
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Execution environment for labeling functions in refinery. Containerized function as a service to execute user-defined Python scripts.

• Host: GitHub
• URL: https://github.com/code-kern-ai/refinery-lf-exec-env
• Owner: code-kern-ai
• License: apache-2.0
• Created: 2022-07-14T13:43:35.000Z (almost 3 years ago)
• Default Branch: dev
• Last Pushed: 2024-12-09T09:53:37.000Z (5 months ago)
• Last Synced: 2025-01-07T21:11:25.599Z (4 months ago)
• Language: Python
• Homepage: https://www.kern.ai
• Size: 88.9 KB
• Stars: 0
• Watchers: 3
• Forks: 1
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Codeowners: CODEOWNERS

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README

        
# refinery-lf-exec-env [![Build Status](https://drone.dev.kern.ai/api/badges/code-kern-ai/refinery-lf-exec-env/status.svg?ref=refs/heads/dev)](https://drone.dev.kern.ai/code-kern-ai/refinery-lf-exec-env)

[![refinery repository](https://uploads-ssl.webflow.com/61e47fafb12bd56b40022a49/62c2f30f935f4d37dc864eeb_Kern%20refinery.png)](https://github.com/code-kern-ai/refinery)

Execution environment for labeling functions in [refinery](https://github.com/code-kern-ai/refinery). Containerized function as a service to execute user-defined Python scripts.

For classification tasks, the schema is:

```python

from typing import Dict, Any

def my_labeling_function(record: Dict[str: Any]) -> str:

  return "my_label"

```

For extraction tasks, the schema is:

```python

from typing import Dict, Any, Tuple

def my_labeling_function(record: Dict[str: Any]) -> Tuple[str, int, int]:

  start_idx = ...

  end_idx = ... # excluding format

  return "my_label", start_idx, end_idx

```

If you like what we're working on, please leave a ⭐ for [refinery](https://github.com/code-kern-ai/refinery)!